๐Ÿงฌ The Third Generation
Ships as an update to V1 & V2

A digital twin for
your whole team.

V3 turns the agent into a twin: it remembers you permanently, disagrees with dated evidence, challenges you when you drift from your own goals โ€” and earns, approval by approval, the right to act in your name. You grow. It grows. Both, measurably.

ai-partner โ€” twin connect
The Thesis

Two curves. One relationship.

Every other agent resets to zero each session. A twin compounds โ€” and it compounds you with it.

๐Ÿง‘How you grow

  • It keeps your promises honest โ€” stated goals get compared to your actual behavior, weekly, with evidence
  • It confronts your drift instead of flattering it: "40 days, no movement โ€” three moves, or tell me it stopped mattering"
  • It holds the questions you'd rather forget as open threads โ€” resolved deliberately, never dropped
  • It answers "why do you think that about me?" with your own words, dated

๐Ÿค–How it grows

  • Every correction becomes permanent memory โ€” a corrected mistake never repeats
  • Every approval extends a trust streak; five clean approvals and it earns an action class outright
  • Every back-off is obeyed and remembered โ€” it learns what NOT to raise, with your reasons
  • Positions it holds about you carry evidence and revision history โ€” it can be wrong, revise out loud, and be audited

% of delegated work completed without a human touch ยท autonomy is earned, never granted โ€” one edit revokes it

What V3 Adds

Mechanisms that carry the relation.

Not a persona file that sounds consistent and knows nothing. Structure โ€” because for a twin, care is structure or it's absent.

New
๐Ÿ“œ

The Founding Charter

CHARTER.md โ€” a constitution you own, in your workspace. You grant which domains it may confront you about, evidence thresholds, and back-off terms. Deny by default; amended by ceremony; hot-reloaded on every action.

New
๐Ÿง 

Constitutional Memory

The founding episode, turning points, accepted corrections, granted authorities โ€” permanent, never summarized away, present in every prompt. Carried state always arrives with its date: no date, nothing carried.

New
๐Ÿงญ

Positions & Dissent

It holds evidence-backed claims about you and pushes back once when you contradict yourself โ€” citing dates. Overruled? It complies and keeps the question open. Corrected? Revised out loud, prior claim kept in the audit trail.

New
โš–๏ธ

Charter-Gated Confrontation

At most one challenge a week, only through a deterministic gate: granted domain, evidence threshold met. Back off and it obeys AND remembers; the third back-off retires the goal forever. Timeout records nothing โ€” silence is never consent.

New
๐ŸŽ“

Earned Delegation

Clean-approval streaks graduate action classes to act-without-asking โ€” only within charter scope, only when you're unreachable (by default), always receipted. One edit revokes everything and the streak restarts from zero.

New
๐Ÿงพ

The Morning Digest

Everything done in your absence, each action with a receipt, delivered at 09:00. Nothing happened? No message. A twin is a partner, not a notification app.

New
๐Ÿ–ฅ๏ธ

The Twin Home

One view in the app: what needs you (answer with the same buttons as Telegram), the relationship's full activity record, open threads, positions with evidence, live trust streaks, and your charter.

Teams
๐Ÿ›ก๏ธ

Conduct, Never Content

In team deployments every member gets their own isolated twin โ€” and admins see what twins did (actions, receipts, freeze switches), never what they know. Memories, reasons, and goals stay owner-private, structurally.

The Difference

Progress your business can actually see.

You choose the accountability domains in a charter you own. The twin shows โ€” per domain โ€” how well it understands the pattern, how close it is to being cleared to act, whether its nudges land, and which way each trends. Board-ready, not a black box.

โญ• Twin Learning โ€” by Accountability Domain
relationship learning ยท task skills mastered: 12
Domain (you choose these)UnderstandsCleared to actNudges landing90d
Goals vs. actual activity
stated_goals_vs_activity
4
3/3 โœ“
2/2 โ–ฒ
Delivery vs. plan
project_build_arcs
3
2/3
1/1 โ–ฒ
Commitments to clients & team
commitments_to_others
2
3/3 โœ“
1/2 โ–ฒ
Pipeline follow-through
pipeline_followthrough
1
1/3
0/0 ยท
Cash & runway discipline
runway_discipline
2
2/3
1/1 โ–ฒ
Trust: 2/5 action classes earned โ–ฒ Corrections that stuck: 7 Repeated mistakes: 0 โ–ผ

You set what it's allowed to hold people to โ€” a founder picks pipeline & runway; a delivery lead picks plan & client commitments โ€” and get an auditable read of whether the AI is genuinely learning the operation: positions revised, corrections that stick, autonomy earned and sustained, nudges that land.

Evolution

Assistant โ†’ Workforce โ†’ Twin

V3 ships as the twin-connect update inside both editions โ€” V1 for yourself, V2 for your whole team.

Capability V1 โ€” Agent V2 โ€” Team Workforce V3 โ€” Digital Twin
MemoryVector + RAG5-layer (episodic, biographic, counterparty)โœ“ + Constitutional โ€” permanent, dated, never compressed
Holds positions about youโ€”โ€”โœ“ evidence-backed, revisable, audited
Disagrees with youโ€”โ€”โœ“ once, citing dates; overruled โ‰  forgotten
Challenges your driftโ€”โ€”โœ“ weekly, charter-gated, obey-and-remember
Acts in your nameโ€”Approval-gated proxy (inbox, meetings, phone)โœ“ earned per action class; one edit revokes
Reports its absence workโ€”โ€”โœ“ daily digest with receipts
Org governanceโ€”Admin console, audit, invitesโœ“ conduct-not-content: actions visible, relationship private
Goal execution & validationโœ“ evidence-basedโœ“ enhancedโœ“ same engine underneath
Early Access

Found your charter

๐Ÿงฌ V3 twin update โ€” rolling out to V1 & V2 ๐Ÿ”’ Team edition invite-only

Get first access to the twin update, onboarding for your charter, and direct founder contact.

Your twin only ever answers to you โ€” starting with this list.

Open source ยท Self-hosted ยท Free to run

The agent that
works for you.

AI Partner V1 is a self-hosted, open-source autonomous agent. Give it a goal in plain English โ€” it researches, codes, generates documents, and delivers the finished result on your own machine. Want the twin that grows with you? Meet V3 โ†’

curl -fsSL https://raw.githubusercontent.com/AmitkrPaiwal/AI-Partner/main/setup.sh | bash
iwr -useb https://raw.githubusercontent.com/AmitkrPaiwal/AI-Partner/main/install.ps1 | iex
MIT Stars Docker
ai-partner โ€” goal-execution
Core Features

Built different. Works different.

๐Ÿง 

Human-in-the-Loop

Agent pauses before running any script. Approve or reject via Telegram inline buttons. Also handles CAPTCHA hand-off, clarifications, and mid-execution input requests.

๐ŸŒ

Live Browser Automation

Full browser with 15fps live screencast. SPA-aware rendering, stealth mode. CAPTCHA detected? Agent pauses, you solve in the live panel, it resumes.

๐Ÿณ

Sandboxed Docker Execution

Every script runs inside a persistent container with Python, Node.js, and Bash. pandas, yfinance, matplotlib pre-loaded. Network isolation per-goal.

๐Ÿ“„

Document Generation

PDF via Chromium, multi-sheet XLSX, PowerPoint, and DOCX โ€” all production-ready, tracked in the dashboard, and instantly downloadable.

โšก

Skill Learning

After a successful goal, the system generalizes the solution into a reusable parameterized template. Versioned, deduplicated, and promotable to a callable tool.

๐Ÿค–

Multi-Agent Delegation

Orchestrators spin up to 5 parallel sub-agents with budget controls. When a research agent exhausts its cap, it writes a handoff summary โ€” the parent picks up seamlessly.

๐Ÿ•‘

Scheduler + Proactive Agenda

Cron-expression tasks persist across restarts. The Proactive Agenda reads your task list and memory โ€” uses LLM judgment to pick the best action per tick.

๐Ÿงฌ

Vector Memory + RAG

Episodic log, vector search, persona traits, and periodic consolidation. Works with Ollama, OpenAI, Cohere, or pure-JS TF-IDF fallback โ€” zero API keys required.

๐Ÿ”Œ

17 Built-in MCP Servers

Browser, Shell, GitHub, Gmail, Calendar, Drive, Notion, Trello, Twitter, Spotify, Apify, Image Gen, Knowledge Base, Scheduler, and more. Plus any external MCP server.

How It Works

Goal in. Result out.

A 5-stage pipeline that turns natural language into validated, delivered outcomes.

1

Goal Extraction

Your natural-language goal is converted into a structured definition with typed, measurable success criteria โ€” file existence, content patterns, delivery receipts โ€” before a single action is taken.

2

Task Decomposition

Complex goals are broken into ordered sub-tasks with declared outputs. The right specialist agent is auto-selected by keyword or explicitly @mentioned.

3

Parallel Execution

Agents reason, pick tools, execute, and assess in a tight loop. Up to 5 sub-agents run in parallel. When a script fails, a semantic repair engine fixes it and retries.

4

Criteria-Based Validation

After every iteration the system checks real outcomes. The agent cannot self-report "done" โ€” it's done when filesystem, content, and messaging evidence all pass.

5

Delivery + Checkpoint

Results delivered to Telegram, Discord, Slack, or your workspace. State is checkpointed โ€” a restart picks up exactly where it stopped, all artifacts intact.

Agent Profiles

16 specialists. Zero generic.

@web-researcher
Web Researcher
Research
@fact-checker
Fact Checker
Research
@trend-spotter
Trend Spotter
Research
@python-dev
Python Developer
Dev
@node-dev
Node.js Developer
Dev
@debugger
Debugger
Dev
@shell-op
Shell Operator
Dev
@fin-analyst
Financial Analyst
Data
@data-analyst
Data Analyst
Data
@excel-builder
Excel Builder
Data
@report-gen
Report Generator
Content
@summarizer
Summarizer
Content
@tech-writer
Tech Writer
Content
@prompt-arch
Prompt Architect
Content
@task-planner
Task Planner
Content
@telegram-rep
Telegram Reporter
Delivery
Full Capabilities

What it can actually do

๐ŸŽฏ

Criteria-Based Completion

Goals close only when real-world evidence passes โ€” no self-reporting allowed.

๐Ÿ”

Dynamic Replanning

Fails a step? Replans, tries alternatives, semantically repairs scripts, retries.

๐Ÿ’พ

Checkpoint & Resume

State saved after each iteration. Restarts pick up exactly where they stopped.

๐Ÿ“ฒ

Telegram as Control Panel

Send goals, approve scripts, receive files โ€” all from Telegram, no UI needed.

๐Ÿค–

8 LLM Providers

Anthropic, Gemini, OpenAI, Ollama, LM Studio, Groq, DeepSeek, Perplexity.

๐Ÿ”€

Auto-Routing

Type @handle or just a keyword โ€” orchestrator routes to the right specialist.

๐Ÿ“‹

Full Audit Log

Every tool call, file write, script run, and approval logged. Full run history.

๐Ÿ”—

Webhook + Event Triggers

Goals triggered by webhooks, Google Calendar events, or Gmail arrivals.

๐Ÿ–ผ๏ธ

AI Image Generation

DALL-E 3 or Stability AI from inside any agent workflow.

๐Ÿ“š

Knowledge Base (RAG)

Upload PDFs, URLs โ€” chunked, embedded, searched for grounded answers.

๐Ÿ”

Security-First

URL safety checks, path guards, AES-256-GCM secrets, optional JWT auth.

โš™๏ธ

Zero-Config Local Mode

Points to local Ollama by default. Start free, add keys progressively.

Integrations

Connected to everything

One env var to activate any integration. Auto-discovered at startup.

๐Ÿ’ฌ
Telegram
Tasks, approvals, files
๐ŸŽฎ
Discord
Text & file delivery
๐Ÿ’ผ
Slack
Socket Mode
๐Ÿ“ฑ
WhatsApp
QR auth
๐Ÿ™
GitHub
Issues, PRs, code
๐Ÿ“
Notion
Read, create, query
๐Ÿ“…
Google Calendar
Events + triggers
๐Ÿ“ง
Gmail
Send, search, trigger
๐Ÿ’พ
Google Drive
Search, create
๐Ÿฆ
Twitter / X
Search, post, reply
๐ŸŽต
Spotify
Play, pause, queue
๐Ÿ•ท๏ธ
Apify
Proxy scraping
๐ŸŽจ
Image Gen
DALL-E 3 / Stability
Demo Flows

Real tasks. Real outcomes.

1

Daily Tech Briefing โ†’ Telegram

"Research today's top AI stories from HN + GitHub. Write a report and send to Telegram."

Full pipeline: research โ†’ PDF generation โ†’ validated Telegram delivery. Goal closes only after the file actually arrives.

Trend SpotterWeb SearchReport GenPDFTelegram
2

Live Stock Portfolio Snapshot

"Fetch closing prices for RELIANCE.NS, TCS.NS, INFY.NS. Build Excel with price, change%, 5-day chart."

Python + yfinance runs in Docker sandbox. Styled multi-sheet Excel with embedded chart. File criterion confirms output.

Financial AnalystyfinanceExcel BuilderXLSX
3

CAPTCHA-Protected Research

"Go to LinkedIn and find the top 5 posts about AI agents this week."

Browser navigates โ†’ CAPTCHA detected โ†’ Inspector opens โ†’ you solve in live preview โ†’ agent resumes and extracts content.

BrowserCAPTCHA HITLLive Screencast
4

Automated Weekly GitHub Report

Every Monday 9am โ†’ "Summarize commits, note open PRs, post summary to Slack."

Scheduler fires โ†’ GitHub data fetched โ†’ report written โ†’ Slack delivery. Set once, runs forever.

SchedulerGitHubReport GenSlack
5

Skill Learning: Instant Second Run

"Fetch NIFTY50 data and plot the last 30 days."

First run: Python from scratch. After success, system extracts a reusable template. Second run: template fills in โ†’ instant execution.

Skill LearningTemplatesTool Promotion
๐Ÿš€ The Team Edition
๐Ÿ”’ Private โ€” not open-source
๐Ÿ“… Private beta โ€” invites rolling out

An AI workforce
for your whole team.

V2 is the multi-tenant, governed edition. Deploy once for your company โ€” every member gets isolated agents, admins get full audit and control, and an opt-in AI proxy can act on your behalf, always behind your approval. Invite-only.

ai-partner โ€” human-proxy mode
Live Demo

Watch V2 Join a Real Meeting

No scripts. No staging. AI Partner joins a live call, listens in real time, and responds.

Who Is This For?

Built for busy professionals

๐ŸŽฏ Entrepreneurs & Founders

Double-booked by default? AI Partner attends meetings you can't make, follows up on your behalf, monitors your market while you sleep. Your time is your revenue โ€” stop wasting it on tasks that don't need you.

๐Ÿ’ผ Corporate CXO & Senior Leaders

Spend 6-8 hours daily in meetings most don't need your judgment โ€” just your presence. Send the proxy. It attends, flags blockers against your OKRs, captures decisions, and reports back in minutes.

What V2 Adds

Everything V1 does. Plus this.

New
๐ŸŽญ

Inbox & Chat Proxy โ€” With Your Approval

AI Partner drafts replies to your emails, Slack DMs, and Telegram messages in your style. Nothing sends on its own โ€” every action on your behalf is gated by AuthorityPolicy and a one-tap approval, and AI involvement is always disclosed.

New
๐Ÿ“น

Meeting Assistant โ€” In the Room For You

Joins your Meet/Teams/Zoom calls with AI presence disclosed, listens, takes notes, and contributes only what you've authorized โ€” then generates summaries and extracts action items automatically.

New
๐Ÿ“ก

Proactive Heartbeat Engine

V2 doesn't wait to be asked. A background loop evaluates what to do every 15-30 minutes using your goals, memory, and real-time context.

Enhanced
๐Ÿ”ง

100+ Tools, 36 MCP Servers

From 17 servers in V1 to 36 in V2. Plus 4-tier computer use (DOM โ†’ Vision โ†’ Container Desktop โ†’ Host Control) with live CAPTCHA handoff.

New
๐Ÿ“ฑ

Phone Assistant โ€” Voicemail + Outbound

Screens calls for you, then records, transcribes, and summarizes. Places approved outbound calls from your Twilio number โ€” every call authorized by you, with AI disclosure on connect.

Enhanced
๐Ÿง 

5-Layer Memory System

Episodic + Biographic + Counterparty + Vector + RAG. Understands who's who, what you've discussed, and maintains relationship context across all channels.

Enhanced
๐Ÿค–

18+ LLM Providers

From 8 providers in V1. Now including NVIDIA NIM, Cerebras (~100k tokens/s), OpenRouter (100+ models), MiniMax, and LiteLLM Proxy.

New
๐Ÿ”

Authority Policy + HITL

Declarative rules define what the agent does automatically vs. what needs your approval. Telegram inline buttons for every gray-zone decision.

Built for Teams

AI you can actually roll out.

V2 is multi-tenant and governed from the core โ€” the reason it's safe to deploy across a whole company.

๐Ÿ‘ฅ

Multi-Tenant by Design

One install hosts your whole team. Every user's chats, files, memory, and screenshots are fully isolated โ€” no cross-user leak, enforced at the data, event, and identity layers.

๐Ÿ›ก๏ธ

Admin Console

A control room with a live activity feed, users & invites, an org audit log, per-user usage & cost, skill governance, knowledge sources, and agent access.

๐Ÿ“‹

Audit & Authority Policy

Every tool call, file write, and approval is logged. Declarative rules decide what runs automatically vs. what needs a human โ€” per action, per relationship.

๐Ÿ”‘

Invite-Only Access

No default logins. First registrant becomes admin; everyone else joins by single-use invite code. JWT auth, encrypted credential vault, AES-256 secrets.

๐Ÿ”—

Agent API (A2A)

Expose your agents to other systems over authenticated agent-to-agent calls. Service-account consumers, metered usage, CSV billing, hostile-agent detection.

๐Ÿ“š

Org Knowledge Sources

Sync Notion, Slack, and Drive into a shared knowledge base on a schedule. Every member's agent answers grounded in your company's own documents.

Done-For-You Vertical

A real example: a bookkeeper that runs itself.

The same platform, pointed at one job. Email in โ†’ reconciled books โ†’ P&L emailed back. This is what "AI that works for your clients" looks like in production.

1

Client emails statements

Each client gets their own isolated tenant and a dedicated address. They email bank and credit-card CSVs โ€” attachments are pulled in automatically.

2

The agent reconciles

The bookkeeper profile categorizes transactions, reconciles against prior balances, and flags anomalies โ€” in a sandbox, building a live-formula workbook.

3

You approve

Before anything reaches the client, you get a one-tap human approval. Review the numbers, then release โ€” nothing goes out on its own.

4

Client gets their P&L

A finished Excel workbook with live formulas and a zero-difference reconciliation lands back in the client's inbox. Month-end close, on autopilot.

Early Access

Be First for V2

๐Ÿ“… Private beta โ€” invites rolling out ๐Ÿ”’ Not open-source โ€” invitation only

Secure your spot now. Early access members get first invites, exclusive onboarding, and direct founder contact.

๐Ÿ”ฅ Spots are limited โ€” once beta fills, waitlist closes.

Deployment

One command. Done.

Single Docker Compose. One API key minimum โ€” or use local Ollama for free.

3
generations: agent, workforce, twin
17
MCP servers (V1) โ†’ 36 (V2)
16
Agent profiles
5
Messaging platforms
1
Command to deploy
0
Keys needed (Ollama)
Install the open-source edition (V1) on your machine
curl -fsSL https://raw.githubusercontent.com/AmitkrPaiwal/AI-Partner/main/setup.sh | bash
iwr -useb https://raw.githubusercontent.com/AmitkrPaiwal/AI-Partner/main/install.ps1 | iex
MIT Stars Docker Opens at http://localhost:3000 โ€” no config needed
Talk To Us

See it run on your workflow

Book a walkthrough for your team, or get a service pilot scoped to one of your clients. Drop your email and we'll reach out.

๐Ÿ”’ No spam โ€” we'll only reach out about your demo or pilot.

Every agent resets to zero.
Your twin compounds.

Self-hosted. Local-first. The relationship is the product โ€” and it's yours.